Table 7 Support vector machine classification test
From: Objective and automatic classification of Parkinson disease with Leap Motion controller
Classifier | Average accuracy (%) | AUC | TP (%) | TN | Test number |
|---|---|---|---|---|---|
SVM | 40.74 | 0.40 | 53.00 | 66.7 | 1 |
70.37 | 0.675 | 41.7 | 93.3 | 2 | |
66.66 | 0.642 | 41.7 | 86.7 | 3 | |
59.25 | 0.558 | 25.0 | 86.7 | 4 | |
74.07 | 0.717 | 50.0 | 93.3 | 5 | |
51.85 | 0.492 | 25.00 | 73.3 | 6 | |
55.85 | 0.525 | 25.00 | 80.0 | 7 | |
51.85 | 0.492 | 25.00 | 73.3 | 8 |